Applied multivariate statistics in geohydrology and related sciences:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | German |
| Veröffentlicht: |
Berlin [u.a.]
Springer
1998
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | VIII, 248 S. graph. Darst. |
| ISBN: | 3540618279 |
Internformat
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| 100 | 1 | |a Brown, Charles E. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Applied multivariate statistics in geohydrology and related sciences |c Charles E. Brown |
| 264 | 1 | |a Berlin [u.a.] |b Springer |c 1998 | |
| 300 | |a VIII, 248 S. |b graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 650 | 7 | |a Analyse multivariée |2 ram | |
| 650 | 7 | |a Estatistica aplicada as geociencias |2 larpcal | |
| 650 | 7 | |a Hidrologia |2 larpcal | |
| 650 | 7 | |a Hydrogéologie - Méthodes statistiques |2 ram | |
| 650 | 7 | |a analyse factorielle |2 inriac | |
| 650 | 7 | |a analyse plurivalente |2 inriac | |
| 650 | 7 | |a classification automatique |2 inriac | |
| 650 | 7 | |a covariance |2 inriac | |
| 650 | 7 | |a hydrogéologie |2 inriac | |
| 650 | 7 | |a méthode statistique |2 inriac | |
| 650 | 7 | |a régression |2 inriac | |
| 650 | 7 | |a variance |2 inriac | |
| 650 | 4 | |a Hydrogeology |x Statistical methods | |
| 650 | 4 | |a Multivariate analysis | |
| 650 | 0 | 7 | |a Hydrogeologie |0 (DE-588)4026307-1 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Multivariate Analyse |0 (DE-588)4040708-1 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Hydrogeologie |0 (DE-588)4026307-1 |D s |
| 689 | 0 | 1 | |a Multivariate Analyse |0 (DE-588)4040708-1 |D s |
| 689 | 0 | |5 DE-604 | |
| 856 | 4 | 2 | |m DNB Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007917807&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-007917807 | |
Datensatz im Suchindex
| _version_ | 1807320116825686016 |
|---|---|
| adam_text |
CONTENTS
PART
I
INTRODUCTION
TO
GENERAL
STATISTICAL
AND
MULTIVARIATE
CONCEPTS
CHAPTER
1
GENERAL
CONCEPTS
.
3
1.1
CONCEPTS
.
3
1.2
DEFINITIONS
.
3
1.3
INTRODUCTION
TO
STATISTICAL
CONCEPTS
.
4
1.3.1
MEANING
OF
STATISTICS
.
4
1.3.2
PROBABILITY
AND
RANDOMNESS
.
5
1.4
MEANING
OF
MULTIVARIATE
ANALYSIS
.
5
1.5
UNIVARIATE
TO
MULTIVARIATE
MATHEMATICAL
GENERALIZATIONS
.
.
8
1.6
NATURE
OF
REFERENCES
.
9
1.7
RELATED
TEXTS
AND
PUBLICATIONS
.
10
1.8
PROCESSING
DATA
.
10
1.9
SUMMARY
.
11
1.10
SUPPLEMENTAL
READING
.
12
CHAPTER
2
INTRODUCTION
TO
MULTIVARIATE
STATISTICAL
PROCEDURES
.
13
2.1
CONCEPT
.
13
2.2
DEFINITIONS
.
13
2.3
PURPOSE
AND
RATIONALE
.
14
2.4
DEVELOPMENT
OF
MULTIVARIATE
QUANTITATIVE
PROCEDURES
.
15
2.5
SELECTION
OF
METHODS
.
15
2.6
SCALES
OF
MEASUREMENT
.
15
2.7
TESTING
FOR
NORMALITY
.
16
2.7.1
COEFFICIENT
OF
SKEWNESS
.
16
2.7.2
COEFFICIENT
OF
KURTOSIS
.
16
2.7.3
SIGNIFICANCE
TESTS
-
NORMALITY
.
16
2.8
NORMAL
DISTRIBUTION
.
17
2.9
CENTRAL
LIMIT
THEOREM
.
17
2.10
SIGNIFICANCE
TESTS
.
18
2.10.1
CHI-SQUARE
GOODNESS
OF
FIT
AND
PROBABILITY
PLATS
.
18
2.10.2
SIGNIFICANCE
TESTS
-
HOMOGENEITY
OF
VARIANCES
.
18
2.11
DIVISION
OF
PROCEDURES:
VARIABLE-DIRECTED
OR
INDIVIDUAL
DIRECTED
TESTS
.
19
2.12
SAMPLING
DESIGN
IN
MULTIVARIATE
PROCEDURES
.
19
2.13
SAMPLE
SURVEY
DESIGN
.
20
2.14
STANDARDIZATION
.
20
2.15
THE
STATISTICAL
MODEL
.
20
2.16
RANDOM
VARIABLES
.
20
2.17
DESCRIPTION
OF
MULTIVARIATE
QUANTITATIVE
PROCEDURES
.
21
2.18
GENERAL
SIGNIFICANCE
TESTING
FOR
MULTIVARIATE
DATA
.
21
2.19
SUMMARY
.
22
2.20
SUPPLEMENTAL
READING
.
22
PART
II
VARIABLE-DIRECTED
PROCEDURES
BASED
ON
NORMAL
DISTRIBUTION
ASSUMPTIONS
CHAPTERS
CORRELATION
.
25
3.1
CONCEPT
.
25
3.2
DEFINITIONS
.
25
3.3
OBJECTIVE
OF
PROCEDURES
.
26
3.4
PROBLEMS
.
26
3.5
SIGNIFICANCE
TESTS
FOR
CORRELATIONS
.
26
3.6
INTERPRETATION
.
26
3.7
NUMERICAL
EXAMPLE
ON
CAVE
LITHOLOGY
.
27
3.8
NUMERICAL
EXAMPLE
ON
CARBONATE-ROCK
GEOHYDROLOGY
.
28
3.9
NUMERICAL
EXAMPLE
ON
FLUVIAL
SEDIMENT
GEOCHEMISTRY
.
28
3.10
NUMERICAL
EXAMPLE
-
DISCUSSION
.
34
3.11
SUMMARY
.
36
3.12
SUPPLEMENTAL
READING
.
36
CHAPTER
4
FACTOR
ANALYSIS
.
37
4.1
CONCEPT
.
37
4.2
MATRICES
.
37
4.3
DEFINITIONS
.
37
4.4
CONTRASTS
BETWEEN
FACTOR
AND
PRINCIPAL
COMPONENTS
ANALYSES
38
4.5
SIGNIFICANCE
TESTS
-
FACTOR
ANALYSIS
DECISION
TESTS
.
40
4.5.1
SIGNIFICANCE
TESTS
-
BARLETT
'
S
TEST
OF
SPHERICITY
.
40
4.5.2
GENERALIZATIONS
ABOUT
CORRELATIONS
AND
FACTOR
ANALYSIS
.
.
40
4.6
DETERMINING
SIGNIFICANCE
OF
OUTPUT
.
42
4.6.1
SIGNIFICANCE
TESTS
-
FACTOR
LOADINGS
.
43
4.6.2
SIGNIFICANCE
TESTS
-
AMOUNT
OF
EXPLAINED
VARIATION
.
43
4.7
EXTRACTION
TECHNIQUES
FOR
FACTORS
.
43
4.8
OTHER
SIGNIFICANCE
TESTS
-
COMPARISONS
OF
SOLUTIONS
AND
DATASETS
.
44
4.9
FACTOR
ANALYSIS
PROCEDURE
.
44
4.10
NUMERICAL
EXAMPLE
ON
WATER
CHEMISTRY
.
44
4.11
NUMERICAL
EXAMPLE
ON
SEDIMENT
GEOCHEMISTRY
.
46
4.12
NUMERICAL
EXAMPLE
ON
DRAINAGE
BASIN
PROPERTIES
.
46
4.13
NUMERICAL
EXAMPLE
ON
DETRITAL
SEDIMENT
CHARACTERISTICS
.
.
50
4.14
SUMMARY
.
51
4.15
SUPPLEMENTAL
READING
.
51
CHAPTER
5
CANONICAL
CORRELATION
.
53
5.1
CONCEPT
.
53
5.2
DEFINITIONS
.
53
5.3
OVERVIEW
OF
METHOD
.
53
5.4
SIGNIFICANCE
TESTS
-
IMPORTANCE
OF
WILKS
'
LAMBDA
(A)
.
54
5.5
SIGNIFICANCE
TESTS
-
BARTLETT
'
S
TEST
USING
CHI-SQUARE
VARIABLE
55
5.6
CANONICAL
CORRELATION PROCEDURE
.
55
5.7
NUMERICAL
EXAMPLE
ON
SEDIMENT
AND
SOIL
POLLUTION
.
56
5.8
SUMMARY
.
60
5.9
SUPPLEMENTAL
READING
.
60
CHAPTER
6
MULTIPLE
REGRESSION
.
61
6.1
CONCEPT
.
61
6.2
DEFINITIONS
.
61
6.3
OVERVIEW
OF
METHODS
.
61
6.4
MULTIPLE
REGRESSION
PROCEDURE
.
62
6.5
STEPWISE
MULTIPLE
REGRESSION
.
63
6.6
SIGNIFICANCE
TESTS
-
ADDRESSING
MULTICOLLINEARITY
.
63
6.7
MULTIPLE
REGRESSION
APPLICATIONS
.
64
6.8
NUMERICAL
EXAMPLE
ON
WATER
YIELD
.
65
6.9
NUMERICAL
EXAMPLE
ON
STREAMFLOWS
.
67
6.10
NUMERICAL
EXAMPLE
ON
GEOMORPHIC
VARIABLES
.
68
6.11
NUMERICAL
EXAMPLE
ON
SAMPLING
SITES
.
72
6.12
MULTIVARIATE
MULTIPLE
REGRESSION
.
72
6.13
NONLINEAR
REGRESSION
.
73
6.14
MULTIVARIATE
MODELS
WITH
QUALITATIVE
(DUMMY)
VARIABLES
.
74
6.14.1
MULTIVARIATE
MODELS
WITH
ONE
QUALITATIVE
VARIABLE
.
74
6.14.2
MULTIVARIATE
MODELS
WITH
MULTIPLE
QUALITATIVE
VARIABLES
.
75
6.15
SUMMARY
.
77
6.16
SUPPLEMENTAL
READING
.
77
CHAPTER?
MULTIVARIATE
ANALYSIS
OF
VARIANCE
.
79
7.1
CONCEPT
.
79
7.2
DEFINITIONS
.
79
7.3
OVERVIEW
OF
ANALYSIS
OF
VARIANCE
.
79
7.3.1
PROCEDURE
.
79
7.3.2
REPEATED
MEASURES
DESIGN
IN
ANALYSIS
OF
VARIANCE
.
81
7.3.3
TWO-WAY
MULTIVARIATE
ANALYSIS
OF
VARIANCE
PROCEDURE
.
81
7.3.4
MULTIPLE
FACTOR
ANALYSIS
OF
VARIANCE
(FACTORIAL
DESIGNS)
.
81
7.4
OVERVIEW
OF
MANOVA
.
82
7.4.1
CANONICAL
VARIATES
ANALYSIS
.
82
7.5
MULTIVARIATE
ANALYSIS
OF
VARIANCE
(MANOVA)
PROCEDURE
.
.
82
7.6
NUMERICAL
EXAMPLE
ON
WATER
GEOCHEMISTRY
.
83
7.7
NUMERICAL
EXAMPLE
ON
MINE
TAILINGS
HYDROLOGY
.
83
7.8
PROFILE
ANALYSIS
AND
SIGNIFICANCE
TESTS
.
87
7.9
PROFILE
ANALYSIS
-
DISCUSSION
.
89
7.10
COMPARISON
OF
MEANS
AND
SIMULTANEOUS
TESTS
ON
SEVERAL
LINEAR
COMBINATIONS
.
89
7.11
CALCULATING
THE
CONFIDENCE
INTERVAL
FOR
THE
DIFFERENCE
OF
TWO
MEANS
.
90
7.11.1
SIMULTANEOUS
CONFIDENCE
INTERVALS
.
90
7.11.2
THE
BONFERRONI
METHOD
OF
MULTIPLE
COMPARISONS
.
91
7.12
SUMMARY
.
91
7.13
SUPPLEMENTAL
READING
.
91
CHAPTERS
MULTIVARIATE
ANALYSIS
OF
COVARIANCE
.
93
8.1
CONCEPT
.
93
8.2
DEFINITIONS
.
93
8.3
OVERVIEW
OF
ANALYSIS
OF
COVARIANCE
.
93
8.3.1
PROCEDURE
.
93
8.3.2
ONE-WAY
MODEL
WITH
MULTIPLE
COVARIATES
.
95
8.3.3
M-WAY
MODEL
WITH
COVARIATES
.
95
8.4
SPECIAL
TESTS
ON
COVARIANCE
MATRICES
.
96
8.5
MULTIVARIATE
ANALYSIS
OF
COVARIANCE
PROCEDURE
.
97
8.6
NUMERICAL
EXAMPLE
-
TESTS
ON
COVARIANCE
MATRICES
.
98
8.7
SUMMARY
.
99
8.8
SUPPLEMENTAL
READING
.
99
PART
III
VARIABLE-DIRECTED
TECHNIQUES
NOT
BASED
ON
NORMAL
DISTRIBUTION
ASSUMPTIONS
CHAPTERS
PRINCIPAL
COMPONENTS
.
103
9.1
CONCEPT
.
103
9.2
DEFINITIONS
.
103
9.3
OVERVIEW
AND
OBJECTIVES
.
103
9.4
PRINCIPAL
COMPONENTS
ANALYSIS
PROCEDURE
.
104
9.5
DEFINING
SEDIMENTARY
PROCESSES
.
104
9.6
NUMERICAL
EXAMPLE
ON
GROUND
WATER
GEOCHEMISTRY
.
105
9.7
NUMERICAL
EXAMPLE
ON
PROPERTIES
OF
CARBONATE
ROCK
AQUIFERS
.
105
9.8
USESOFPCA
.
106
9.8.1
GENERALIZATIONS
.
106
9.8.2
OTHER
USESOFPCA
.
110
9.8.2.1
DERIVING
DISCRIMINANT
FUNCTIONS
.
110
9.8.2.2
FOR
MULTIPLE
REGRESSION
.
110
9.8.2.3
FOR
ANALYSIS
OF
VARIANCE
.
110
9.9
SUMMARY
.
110
9.10
SUPPLEMENTAL
READING
.
ILL
PART
IV
INDIVIDUAL-DIRECTED
TECHNIQUES
BASED
ON
NORMAL
DISTRIBUTION
ASSUMPTIONS
CHAPTER
10
MULTIPLE
DISCRIMINANT
ANALYSIS
.
115
10.1
CONCEPT
.
115
10.2
DEFINITIONS
.
115
10.3
OVERVIEW
.
115
10.4
PARAMETERS
FOR
CLASSIFICATION
.
117
10.5
JACKKNIFING
CLASSIFICATION
.
117
10.6
SIMILARITIES
WITH
OTHER
METHODS
.
117
10.7
DISCRIMINANT
FUNCTION
COEFFICIENTS
.
118
10.8
DISCRIMINANT
SCORES
AND
PROBABILITIES
.
119
10.9
DISCRIMINANT
ANALYSIS
PROCEDURE
.
119
10.10
NUMERICAL
EXAMPLE
ON
GROUND-WATER
SOURCES
.
120
10.11
NUMERICAL
EXAMPLE
ON
HYDROGEOCHEMISTRY
OF
CARBONATE
TERRAINS
.
124
10.12
NUMERICAL
EXAMPLE
ON
STREAM
WATER
CHEMISTRY
.
124
10.13
NUMERICAL
EXAMPLE
ON
OIL
FIELD
CHEMISTRY
.
126
10.14
SUMMARY
.
128
10.15
SUPPLEMENTAL
READING
.
128
PART
V
INDIVIDUAL-DIRECTED
TECHNIQUES
NOT
BASED
ON
NORMAL
DISTRIBUTION
ASSUMPTIONS
CHAPTER
11
CLUSTER
ANALYSIS
.
131
11.1
CONCEPT
.
131
11.2
DEFINITIONS
.
131
11.3
OVERVIEW
.
131
11.4
CLUSTER
ANALYSIS
PROCEDURE
.
132
11.5
NUMERICAL
EXAMPLE
ON
PROPERTIES
OF
MINERALIZED
WATERS
.
.
132
11.6
NUMERICAL
EXAMPLE
ON
STREAM
WATER
QUALITY
.
136
11.7
VARIABLE
CLUSTERING
.
136
11.8
INTEGRATED
CLUSTER
ANALYSIS
.
140
11.9
NUMERICAL
EXAMPLE
ON
CARBONATE
ROCK
DATA
.
141
11.10
SUMMARY
.
145
11.11
SUPPLEMENTAL
READING
.
146
CHAPTER
12
MULTIPLE
LOGISTIC
REGRESSION
.
147
12.1
CONCEPT
.
147
12.2
OVERVIEW
.
147
12.3
LOGISTIC
REGRESSION
.
147
12.4
LOG-LINEAR
MODELS
.
148
12.5
PROBIT
MODELS
.
148
12.6
LOG-LINEAR
MODELS
FOR
CONTINGENCY
TABLES
.
149
12.7
NUMERICAL
EXAMPLE
ON
GEOCHEMICAL
DATA
.
149
12.8
RELATION
TO
DISCRIMINANT
ANALYSIS
.
150
12.9
MULTINOMIAL
RESPONSE
MODELS
.
151
12.10
SUMMARY
.
151
12.11
SUPPLEMENTAL
READING
.
151
PART
VI
OTHER
APPROACHES
TO
EXPLORE
MULTIVARIATE
DATA
CHAPTER
13
COEFFICIENT
OF
VARIATION
.
155
13.1
CONCEPT
AND
PROCEDURE
.
155
13.2
NUMERICAL
EXAMPLE
ON
GEOCHEMICAL
DATA
OF
KARST
AQUIFER
.
155
13.3
SUMMARY
.
157
13.4
SUPPLEMENTAL
READING
.
157
CHAPTER
14
CORRESPONDENCE
ANALYSIS
.
159
14.1
PROCEDURE
.
159
14.2
NUMERICAL
EXAMPLE
ON
GROUND-WATER
MIXING
ZONES
.
159
14.3
NUMERICAL
EXAMPLE
ON
WATER
CHEMISTRY
.
164
14.4
SUMMARY
.
166
14.5
SUPPLEMENTAL
READING
.
166
CHAPTER
15
MULTIVARIATE
PROBIT
ANALYSIS
.
167
15.1
CONCEPT
AND
PROCEDURE
.
167
15.2
NUMERICAL
EXAMPLE
ON
BIOLOGICAL
DATA
.
167
15.3
NUMERICAL
EXAMPLE
ON
AGRICULTURAL
DATA
.
167
15.4
SUMMARY
.
169
15.5
SUPPLEMENTAL
READING
.
169
PART
VII
MULTIVARIATE
MEASURES
OF
SPACE,
DISTANCE,
AND
TIME
CHAPTER
16
MULTIVARIATE
TIME
SERIES
MODELING
.
173
16.1
CONCEPT
AND
INTRODUCTION
.
173
16.2
DEFINITIONS
.
173
16.3
TREATMENT
OF
TIME
SERIES
DATA
.
175
16.4
MULTIVARIATE
TIME
SERIES
PROCEDURES
.
175
16.4.1
TYPES
OF
MULTIVARIATE
MODELS
.
175
16.4.2
BOX-JENKINS
(ARIMA)
METHOD
.
176
16.5
NUMERICAL
EXAMPLE
ON
AIR
POLLUTION
DATA
.
177
16.6
STATE
SPACE
MODELS
.
179
16.7
MARKOV
PROCESS
MODELS
.
179
16.8
DYNAMIC
REGRESSION
MODELS
.
179
16.9
MULTIVARIATE STOCHASTIC
MODELS
.
180
16.10
NUMERICAL
EXAMPLE
ON
STOCHASTIC
ANALYSIS
OF
HYDROLOGIC
DATA
.
180
16.11
MULTIVARIATE
TRANSFER
FUNCTIONS
.
185
16.12
INTERVENTION
MODELS
.
185
16.13
DIAGNOSTICS
.
185
16.14
NUMERICAL
EXAMPLE
ON
GROUND-WATER
DATA
.
185
16.15
FIT
OF
AUTOREGRESSIVE
MODELS
.
188
16.16
SUMMARY
.
189
16.17
SUPPLEMENTAL
READING
.
189
CHAPTER
17
MULTIVARIATE
SPATIAL
MEASURES
.
191
17.1
MULTIDIMENSIONAL
SCALING
.
191
17.2
REGIONALIZED
VARIABLES
AND
SPATIAL
CORRELATION
.
191
17.2.1
INTRODUCTION
.
191
17.2.2
CONCEPT
OF
MULTIVARIATE
GEOSTATISTICS
.
192
17.3
NUMERICAL
EXAMPLE
ON
SOIL
POLLUTION
DATA
.
193
17.4
LIMITATIONS
OF
LINEAR
MODEL
OF
CO-REGIONALIZATION
.
197
17.5
ANALYSIS
OF
DIRECTIONAL
DATA
.
198
17.6
SUMMARY
.
198
17.7
SUPPLEMENTAL
READING
.
198
PART
VIII
MULTIVARIATE
DATA
PREPARATION,
PLOTTING,
AND
CONCLUSIONS
CHAPTER
18
MULTIVARIATE
DATA
PREPARATION
AND
PLOTTING
.
201
18.1
INTRODUCTION
.
201
18.2
BOX
PLOTS
-
RADON
CONCENTRATIONS
.
202
18.3
SCATTER
PLOTS
-
CARBONATE
ROCK
DATA
.
203
18.4
BLOB
PLOT
-
GEOGRAPHIC
DATA
.
204
18.5
MULTIDIMENSIONAL
DATA
PLOT
-
TOXICOLOGICAL
DATA
.
204
18.6
METROGLYPHS
.
206
18.7
CHERNOFF
FACES
.
206
18.8
ANDREWS
PLOTS
.
206
18.9
PROBABILITY
PLOTS
.
208
18.10
HISTOGRAMS
-
CARBONATE
ROCK
DATA
.
209
18.11
QUALITY
CONTROL
GRAPHS
-
CARBONATE
ROCK
DATA
.
210
18.12
STAR
DIAGRAMS
.
211
18.13
SIMULTANEOUS
CONFIDENCE
INTERVALS
AND
BONFERRONI
INTERVALS
211
18.14
SUMMARY
.
212
18.15
SUPPLEMENTAL
READING
.
212
CHAPTER
19
SUMMARYAND
GENERALIZATIONS
OF
MULTIVARIATE
QUANTITATIVE
PROCEDURES
.
213
19.1
INTRODUCTION
.
213
19.2
MULTIVARIATE
METHODS
AND
GENERALIZATIONS
.
213
19.3
METHODS
COVERED
.
213
19.4
NORMALITY
TESTS
.
214
19.5
MULTIVARIATE
DATA
PREPARATION
AND
PLOTTING
.
214
19.6
CORRELATION
ANALYSIS
.
214
19.7
COEFFICIENT
OF
VARIATION
.
215
19.8
FACTOR
ANALYSIS
.
215
19.9
CANONICAL
CORRELATION
.
216
19.10
MULTIPLE
LINEAR
REGRESSION
.
217
19.11
NONLINEAR
REGRESSION
.
217
19.12
PRINCIPAL
COMPONENTS
ANALYSIS
.
217
19.13
CORRESPONDENCE
ANALYSIS
.
218
19.14
DISCRIMINANT
ANALYSIS
.
218
19.15
MULTIVARIATE
ANALYSIS
OF
VARIANCE
(MANOVA)
.
218
19.16
MULTIPLE-FACTOR
ANALYSIS
OF
VARIANCE
(FACTORIAL
DESIGN)
.
.
.
219
19.17
CLUSTER
ANALYSIS
.
219
19.18
MULTIVARIATE
ANALYSIS
OF
COVARIANCE
.
219
19.19
ANALYSIS
OF
COVARIANCE
.
220
19.20
SPECIAL
TESTS
ON
COVARIANCE
MATRICES
.
220
19.21
MULTIVARIATE
MULTIPLE
REGRESSION
.
220
19.22
LOGISTIC
REGRESSION
.
220
19.23
MULTIVARIATE
PROBIT
ANALYSIS
.
221
19.24
MULTIVARIATE
TIME
SERIES
ANALYSES
.
221
19.25
MULTIDIMENSIONAL
SCALING
.
221
19.26
MULTIVARIATE
SPATIAL
STATISTICS
.
222
19.27
NONPARAMETRIC
MULTIVARIATE
ANALYSIS
.
222
19.28
SUMMARY
.
222
19.29
SUPPLEMENTAL
READING
.
223
APPENDIX
INTRODUCTION
TO
NUMERICAL
ANALYSIS
.
225
A.1
GENERAL
CONCEPTS
.
225
A.2
SOLUTION
OF
SIMULTANEOUS
LINEAR
ALGEBRAIC
EQUATIONS
.
225
A.2.1
SETS
OF
LINEAR
EQUATIONS
.
225
A.2.2
CALCULATIONS
IN
MATRIX
ALGEBRA
.
226
A.2.3
DEFINITIONS
AND
NOTATION
.
227
A.2.4
BASIC
MATRIX
OPERATIONS
.
227
A.2.4.1
COMPARISON
OF
MATRICES
.
227
A.2.4.2
MATRIX
ADDITION
AND
SUBTRACTION
.
227
A.2.4.3
MATRIX
MULTIPLICATION
.
228
A.2.4.4
TRANSPOSITION
.
228
A.2.4.5
PARTITIONING
.
228
A.2.5
MATRIX
INVERSION
.
228
A.2.5.1
INVERSE
.
228
A.2.5.2
COMPUTATION
OF
INVERSE
.
229
A.2.6
EIGENVALUES
AND
EIGENVECTORS
OF
A
MATRIX
.
229
A.2.7
MATRIX
ALGEBRA
AND
SOLUTION
OF
SIMULTANEOUS
LINEAR
EQUATIONS
.
230
A.2.8
DIRECT
METHODS:
GAUSSIAN
ELIMINATION
.
230
A.2.9
INDIRECT
METHODS:
GAUSS-SEIDEL
ITERATION
.
230
A.3
MULTIVARIATE
NORMAL
DISTRIBUTION
IN
MATRIX
FORM
.
230
REFERENCES
.
233
AUTHOR
INDEX
.
239
SUBJECT
INDEX
.
241 |
| any_adam_object | 1 |
| author | Brown, Charles E. |
| author_facet | Brown, Charles E. |
| author_role | aut |
| author_sort | Brown, Charles E. |
| author_variant | c e b ce ceb |
| building | Verbundindex |
| bvnumber | BV011736853 |
| callnumber-first | G - Geography, Anthropology, Recreation |
| callnumber-label | GB1001 |
| callnumber-raw | GB1001.72.S7 |
| callnumber-search | GB1001.72.S7 |
| callnumber-sort | GB 41001.72 S7 |
| callnumber-subject | GB - Physical Geography |
| classification_rvk | RB 10354 |
| ctrlnum | (OCoLC)37341457 (DE-599)BVBBV011736853 |
| dewey-full | 551.49/01/519535 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 551 - Geology, hydrology, meteorology |
| dewey-raw | 551.49/01/519535 |
| dewey-search | 551.49/01/519535 |
| dewey-sort | 3551.49 11 6519535 |
| dewey-tens | 550 - Earth sciences |
| discipline | Geologie / Paläontologie Geographie |
| format | Book |
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| id | DE-604.BV011736853 |
| illustrated | Illustrated |
| indexdate | 2024-08-14T00:19:35Z |
| institution | BVB |
| isbn | 3540618279 |
| language | German |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-007917807 |
| oclc_num | 37341457 |
| open_access_boolean | |
| owner | DE-703 DE-706 DE-83 DE-11 |
| owner_facet | DE-703 DE-706 DE-83 DE-11 |
| physical | VIII, 248 S. graph. Darst. |
| publishDate | 1998 |
| publishDateSearch | 1998 |
| publishDateSort | 1998 |
| publisher | Springer |
| record_format | marc |
| spelling | Brown, Charles E. Verfasser aut Applied multivariate statistics in geohydrology and related sciences Charles E. Brown Berlin [u.a.] Springer 1998 VIII, 248 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Analyse multivariée ram Estatistica aplicada as geociencias larpcal Hidrologia larpcal Hydrogéologie - Méthodes statistiques ram analyse factorielle inriac analyse plurivalente inriac classification automatique inriac covariance inriac hydrogéologie inriac méthode statistique inriac régression inriac variance inriac Hydrogeology Statistical methods Multivariate analysis Hydrogeologie (DE-588)4026307-1 gnd rswk-swf Multivariate Analyse (DE-588)4040708-1 gnd rswk-swf Hydrogeologie (DE-588)4026307-1 s Multivariate Analyse (DE-588)4040708-1 s DE-604 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007917807&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Brown, Charles E. Applied multivariate statistics in geohydrology and related sciences Analyse multivariée ram Estatistica aplicada as geociencias larpcal Hidrologia larpcal Hydrogéologie - Méthodes statistiques ram analyse factorielle inriac analyse plurivalente inriac classification automatique inriac covariance inriac hydrogéologie inriac méthode statistique inriac régression inriac variance inriac Hydrogeology Statistical methods Multivariate analysis Hydrogeologie (DE-588)4026307-1 gnd Multivariate Analyse (DE-588)4040708-1 gnd |
| subject_GND | (DE-588)4026307-1 (DE-588)4040708-1 |
| title | Applied multivariate statistics in geohydrology and related sciences |
| title_auth | Applied multivariate statistics in geohydrology and related sciences |
| title_exact_search | Applied multivariate statistics in geohydrology and related sciences |
| title_full | Applied multivariate statistics in geohydrology and related sciences Charles E. Brown |
| title_fullStr | Applied multivariate statistics in geohydrology and related sciences Charles E. Brown |
| title_full_unstemmed | Applied multivariate statistics in geohydrology and related sciences Charles E. Brown |
| title_short | Applied multivariate statistics in geohydrology and related sciences |
| title_sort | applied multivariate statistics in geohydrology and related sciences |
| topic | Analyse multivariée ram Estatistica aplicada as geociencias larpcal Hidrologia larpcal Hydrogéologie - Méthodes statistiques ram analyse factorielle inriac analyse plurivalente inriac classification automatique inriac covariance inriac hydrogéologie inriac méthode statistique inriac régression inriac variance inriac Hydrogeology Statistical methods Multivariate analysis Hydrogeologie (DE-588)4026307-1 gnd Multivariate Analyse (DE-588)4040708-1 gnd |
| topic_facet | Analyse multivariée Estatistica aplicada as geociencias Hidrologia Hydrogéologie - Méthodes statistiques analyse factorielle analyse plurivalente classification automatique covariance hydrogéologie méthode statistique régression variance Hydrogeology Statistical methods Multivariate analysis Hydrogeologie Multivariate Analyse |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007917807&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT browncharlese appliedmultivariatestatisticsingeohydrologyandrelatedsciences |